LucasBoTang

Bo Tang's starred repositories

pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookMIT15244 112 414

DeDRM_tools

DeDRM tools for ebooks

Language:Python14589 445 2044

wsl-vpnkit

Provides network connectivity to WSL 2 when blocked by VPN

Language:ShellMIT2364 37 135

Ipopt

COIN-OR Interior Point Optimizer IPOPT

Language:C++EPL-2.01465 46 598

OptML_course

EPFL Course - Optimization for Machine Learning - CS-439

Language:Jupyter Notebook1172 76 11

jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

Language:PythonApache-2.0942 18 207

torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

Language:PythonApache-2.0558 13 39

Clp

COIN-OR Linear Programming Solver

Language:C++NOASSERTION413 18 201

PyVRP

Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.

Language:PythonMIT344 8 270

thesis

Differentiable Optimization-Based Modeling for Machine Learning

Language:TeX330 170

Open-L2O

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

Language:C++MIT268 8 2

torch-imle

Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions

Language:PythonMIT258 8 2

amortized-optimization-tutorial

Tutorial on amortized optimization for learning to optimize over continuous domains

Language:TeXNOASSERTION237 90

Deep-ADMM-Net

Language:MATLABMIT200 5 4

DIFUSCO

Code of NeurIPS paper: arxiv.org/abs/2302.08224

Language:PythonMIT175 3 13

MIPLearn

Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (ML)

Language:PythonNOASSERTION154 8 4

SHOT

A solver for mixed-integer nonlinear optimization problems

Language:C++EPL-2.0119 11 64

simbench

Electrical Power System Benchmark Dataset directly usable with pandapower (use the project website for other tools)

Language:PythonNOASSERTION109 6 32

FrankWolfe.jl

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

Language:JuliaMIT96 5 120

osqpth

The differentiable OSQP solver layer for PyTorch

Language:PythonNOASSERTION59 10 5

LANCER

Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"

Language:PythonNOASSERTION36 30

fnnls

[PyPi Package] Implementation of the Fast Nonnegative Least Squares algorithm.

Language:PythonMIT30 5 3

predopt-benchmarks

Language:PythonMIT30 20

SurCo

Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems

Language:PythonNOASSERTION17 30

InvOpt

An open-source Python package to solve Inverse Optimization problems.

Language:PythonMIT12 10

solver-differentiation-identity

Repository for the code of our ICLR paper: Backpropagation through Combinatorial Algorithms: Identity with Projection Works

Language:Jupyter Notebook9 30

DMIPL

Differentiable Mixed-Integer Programming Layers

Language:Jupyter Notebook8 6 1

LOPO

Learning to Optimize with Proximal Operators (LOPO)

Language:Jupyter Notebook5 50

vism2004

Repo for Winter 2016 version of VISM2004 - Web Theory course at OCAD University

Language:HTMLGPL-3.02 20

AutoLTS

Language:PythonMIT2 10